181 citations · 992 across the 36 of their papers we have counts for
38 papers
The Geometry of Polynomial Group Convolutional Neural Networks
Yacoub Hendi, Daniel Persson, Magdalena Larfors
We study polynomial group convolutional neural networks (PGCNNs) for an arbitrary finite group . In particular, we introduce a new mathematical framework for PGCNNs using the la…
Quantum aspects of heterotic systems
Xenia de la Ossa, Magdalena Larfors, Matthew Magill +1
Compactifications of the heterotic string, to first order in the expansion, on manifolds with integrable structure give rise to three-dimensional supergra…
Lectures on Numerical and Machine Learning Methods for Approximating Ricci-flat Calabi-Yau Metrics
Lara B. Anderson, James Gray, Magdalena Larfors
Calabi-Yau (CY) manifolds play a ubiquitous role in string theory. As a supersymmetry-preserving choice for the 6 extra compact dimensions of superstring compactifications, these s…
Numerical Metrics for Complete Intersection and Kreuzer-Skarke Calabi-Yau Manifolds
Magdalena Larfors, Andre Lukas, Fabian Ruehle +1
We introduce neural networks to compute numerical Ricci-flat CY metrics for complete intersection and Kreuzer-Skarke Calabi-Yau manifolds at any point in Kähler and complex structu…
Vanishing Yukawa Couplings and the Geometry of String Theory Models
Lara B. Anderson, James Gray, Magdalena Larfors +1
We provide an overview of recent work which aims to understand patterns of vanishing Yukawa couplings that arise in models of particle physics derived from string theory. These pat…
F-theory on 6D Symmetric Toroidal Orbifolds
Finn Bjarne Kohl, Magdalena Larfors, Paul-Konstantin Oehlmann
In this work we study F-theory on symmetric toroidal orbifolds that exhibit roto-translations, which are point group rotations accompanied by fractional lattice shifts. These geome…